Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

University of Colorado Boulder
您将获得的技能: 统计假设检验, 数据科学, 预测建模, 回归分析, 概率与统计, 统计推理, 统计建模, 统计分析, 数学建模, 数据建模, 数据分析, 数据伦理, 机器学习, 模型评估, 功能工程, R 语言程序设计(中文版), 逻辑回归, 研究设计, 定量研究, 统计方法
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Data Visualization, Data Visualization Software, Empathy, Tableau Software, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Risk Management, Empathy & Emotional Intelligence, Stakeholder Analysis, Business Risk Management, Human Centered Design, Decision Making, User Research, Risk Control, Behavioral Economics, Psychology
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
混合 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Dashboard, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Marketing Strategies, Business Analytics, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Data, Market Research, Data Analysis, Strategic Decision-Making
初级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Threat Detection, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance
初级 · 课程 · 1-4 周

Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Health Informatics, Medical Records, Health Information Management, Interoperability, Health Care, Electronic Medical Record System, Clinical Data Management, Internet Of Things, Data Management, Emerging Technologies, Unstructured Data, Data Integration, Data Modeling, Data Transformation, Scalability
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
中级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 密码学, 网络安全, 授权(计算), 网络威胁情报, Encryption, 信息隐私, Authentication, 计算机安全意识培训, 沟通, 数据加密标准, 解决问题, 人为因素(安全), 数据伦理, 信息保障, 风险分析, 安全意识, 安全控制, 网络安全政策, 数据安全
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Databricks, Data Lakes, Data Transformation, Data Quality, Data Infrastructure, Data Governance, Data Pipelines, Real Time Data, Data Warehousing, Data Management, Terraform, Data Validation, Apache Spark, Data Integrity, Data Storage, Continuous Deployment, Cloud Computing, Scalability, Data Security
初级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 人工智能, Data Governance, 商业策略, 负责任的人工智能, AI 赋能, 数据伦理, 机器学习, 管理, 业务转型, 大数据, 创新, 数据安全, AI 产品战略
初级 · 课程 · 1-4 周